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    CIDR
    2007
    165views Algorithms» more  CIDR 2007»
    A Black-Box Approach to Query Cardinality Estimation
    14 years 11 months ago
    A Black-Box Approach to Query Cardinality Estimation
    Download  www.cidrdb.org
    We present a “black-box” approach to estimating query cardinality that has no knowledge of query execution plans and data distribution, yet provides accurate estimates. It doe...
    Tanu Malik, Randal C. Burns, Nitesh V. Chawla
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    LREC
    2008
    138views Education» more  LREC 2008»
    Pragmatic Annotation of Discourse Markers in a Multilingual Parallel Corpus (Arabic- Spanish-English)
    14 years 11 months ago
    Pragmatic Annotation of Discourse Markers in a Multilingual Parallel Corpus (Arabic- Spanish-English)
    Download  www.lrec-conf.org
    Discourse structure and coherence relations are one of the main inferential challenges addressed by computational pragmatics. The present study focuses on discourse markers as key...
    Doaa Samy, Ana González-Ledesma
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    LREC
    2008
    111views Education» more  LREC 2008»
    Sensitivity of Automated MT Evaluation Metrics on Higher Quality MT Output: BLEU vs Task-Based Evaluation Methods
    14 years 11 months ago
    Sensitivity of Automated MT Evaluation Metrics on Higher Quality MT Output: BLEU vs Task-Based Evaluation Methods
    Download  www.lrec-conf.org
    We report the results of an experiment to assess the ability of automated MT evaluation metrics to remain sensitive to variations in MT quality as the average quality of the compa...
    Bogdan Babych, Anthony Hartley
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    IJCAI
    2007
    140views Artificial Intelligence» more  IJCAI 2007»
    Utile Distinctions for Relational Reinforcement Learning
    14 years 11 months ago
    Utile Distinctions for Relational Reinforcement Learning
    Download  www.ijcai.org
    We introduce an approach to autonomously creating state space abstractions for an online reinforcement learning agent using a relational representation. Our approach uses a tree-b...
    William Dabney, Amy McGovern
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    NIPS
    2008
    161views Information Technology» more  NIPS 2008»
    Stochastic Relational Models for Large-scale Dyadic Data using MCMC
    14 years 11 months ago
    Stochastic Relational Models for Large-scale Dyadic Data using MCMC
    Download  www.dbs.informatik.uni-muenchen.de
    Stochastic relational models (SRMs) [15] provide a rich family of choices for learning and predicting dyadic data between two sets of entities. The models generalize matrix factor...
    Shenghuo Zhu, Kai Yu, Yihong Gong
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